
Sentinels: Transaction Level Criteria Enforcement for Blockchain Protocols
In the real world, laws govern behavior, but the enforcement of these laws is bound by several practical constraints: the availability of evidence, jurisdictional boundaries, and the capacity of enforcement mechanisms. Courts rely on data to make judgments, data that needs to be somehow obtainable and accessible in their jurisdiction. Similarly, law enforcement bodies like regulatory agencies, police, or the military, are limited by personnel and resources, creating practical boundaries on wh...

Permissionless? Rethinking Blockchain Compliance
Originally published on Twitter on October 14, 2024. Last week, I attended the Permissionless III conference in Salt Lake City, Utah. I was pretty surprised by the number of attendees working in compliance, enforcement investigations, or regulatory roles designing compliance frameworks. I knew regulation was coming, but at this conference, it stood out. It's pretty ironic that at a conference named "Permissionless," so many people were addressing the problems that arise when blockchains ...
Founder writing about things I'm building and exploring across zero-knowledge proofs, blockchain, and beyond.

Sentinels: Transaction Level Criteria Enforcement for Blockchain Protocols
In the real world, laws govern behavior, but the enforcement of these laws is bound by several practical constraints: the availability of evidence, jurisdictional boundaries, and the capacity of enforcement mechanisms. Courts rely on data to make judgments, data that needs to be somehow obtainable and accessible in their jurisdiction. Similarly, law enforcement bodies like regulatory agencies, police, or the military, are limited by personnel and resources, creating practical boundaries on wh...

Permissionless? Rethinking Blockchain Compliance
Originally published on Twitter on October 14, 2024. Last week, I attended the Permissionless III conference in Salt Lake City, Utah. I was pretty surprised by the number of attendees working in compliance, enforcement investigations, or regulatory roles designing compliance frameworks. I knew regulation was coming, but at this conference, it stood out. It's pretty ironic that at a conference named "Permissionless," so many people were addressing the problems that arise when blockchains ...
Founder writing about things I'm building and exploring across zero-knowledge proofs, blockchain, and beyond.

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Last week, I shared some thoughts on how we can transform blockchain compliance through cryptography and coprocessors like the Herodotus Data Processor in an article titled "Permissionless? Rethinking Blockchain Compliance". Building on that foundation, I've been thinking about how scoring systems similar to compliance scores could be used elsewhere. This exploration led me to consider how reputation scores could enable new types of DeFi lending applications that provide access to loans based on verifiable reputation scores.
In DeFi, platforms like Aave and Compound have made lending more accessible, but they rely heavily on over-collateralization. Users must deposit assets exceeding the value of the loan they wish to take out. This model, while secure and very successful, limits participation to those who already possess assets.
This is comparable to banks only offering credit if you have the cash equivalent in collateral - a practice that would exclude many individuals in the off-chain economy.
The core challenge in reputation-based lending isn't just about assessing creditworthiness. It's about creating a system where reputation becomes valuable enough that people think twice before purposely defaulting. Think about a simple real-world example: when you forget your wallet at the office and need to buy a sandwich, your friends or coworkers will likely cover you without hesitation. They're not asking for collateral; they're lending based on your reputation and their confidence that you'll pay them back. This simple interaction demonstrates that reputation already functions as a form of collateral in our daily lives. Your reputation has value.
One of the challenges in implementing reputation-based lending is ensuring that users cannot simply create new accounts to escape debt and their poor reputations. Users should be able to prove they're unique individuals without revealing their actual identities on-chain. Because your World ID represents your uniqueness as a human, the reputation score and credit owed by you become associated with the account holding your World ID. This ensures that users cannot simply create new accounts to escape poor reputations, preventing exploitation of the system.

The foundation of this system starts with establishing uniqueness and identity. Solutions like World ID's proof of personhood ensure each user is unique, eliminating the risk of multiple accounts. Moreover, this foundation is becoming even stronger as Worldcoin expands its capabilities and will soon allow users to add their passport, identity card, or driver's license directly to their World App. The availability of such technology is not just crucial for compliance and risk assessment; it enables us to group users by jurisdiction and cultural background, allowing for more personalized credit assessment that takes into account regional attitudes toward debt and credit.
In traditional finance, banks assess your creditworthiness not just based on your current financial state but also on your history and behaviour. They consider factors like timely bill payments, credit utilization, and the length of your credit history. Similarly, in our on-chain system, a user's historical on-chain activity would contribute to their reputation score. This includes their interactions with various protocols, their transaction history, and their overall transactional behaviour on blockchains.
When evaluating creditworthiness, we can look at various on-chain events that an account has conducted in the past. For instance, we can verify if an account has received deposits from reputable, fully KYC'd centralized exchanges like Coinbase or Kraken. While this alone doesn't verify legitimate income, it provides a starting point for investigation if issues arise. Social reputation can be assessed through engagement on social platforms like Lens or Farcaster, but particularly interesting is ENS ownership. I'd argue that many users develop strong emotional attachments to their ENS names, especially if they use them publicly at conferences, on social media, or in professional settings. Tying credit to an ENS name that someone has held for years creates a powerful incentive for repayment, as defaulting would permanently tarnish a digital identity they've invested time and resources in building. Brands have value. Companies invest in giving their websites exposure, making their brand recognizable, and securing trademarks to protect the brand identities they have built, which has a value that is difficult to quantify. But in general, I think most people would agree that this value is genuine and, depending on a brands recognition, it can be extremely valuable.
Cultural considerations play a crucial role in credit assessment. I've observed some striking differences in attitudes toward debt across regions. In North America, taking on multiple credit cards, car loans, and mortgages is common practice, and in general there's a culture of leveraging credit for growth. In contrast, many East Asian cultures view debt through a completely different lens. Defaulting on debt isn't just a financial failure; it's often seen as a matter of personal honour that can affect not just the individual but their entire family's reputation.
The question of appropriate credit limits is particularly challenging given global economic disparities. A $500 credit limit might be an appropriate starting point for a young university student in Ontario, Canada, but that same amount could be excessive in a country like Bulgaria when accounting for local purchasing power. Yet circumstances aren't always straightforward. For example, I've seen international students at the University of Waterloo, despite having substantial savings and paying high international tuition fees, being restricted to $500 credit limits at major Canadian banks like CIBC, while domestic students with similar or even less stable financial situations received significantly higher limits. The difference wasn't our financial means, but the existence of credit histories, established ties to Canada, and likely other criteria like how long someone has been the bank's client.
A reputation staking mechanism can create a unique form of ongoing risk monitoring that traditional banks would struggle to replicate. Those who stake their reputation are naturally incentivized to keep watch for any concerning changes in circumstances or spending behaviour that might indicate increased risk. If they spot potential issues, they can proactively reduce their reputation stake to protect their own standing. This creates a much more responsive and realistic risk assessment system compared to traditional finance, where banks rarely re-verify eligibility after initial credit approval. Even when circumstances change significantly, banks typically only investigate when payments are missed or during formal credit limit reviews. It's both burdensome and often against the interest of banks to constantly re-verify borrower circumstances.
Of course, having people actively engaged in monitoring your financial life raises valid concerns about privacy and social dynamics. Having close friends or family members stake their reputation could create uncomfortable situations or strain relationships. However, such a system could work particularly well with connections maintained at arm's length. This could be professional contacts, community members, or respected figures in shared networks who are distant enough to maintain objectivity but connected enough to spot concerning behaviour and patterns. These individuals would be sufficiently removed to make objective decisions about their reputation stake, while not being so closely involved that it creates awkward personal dynamics or superficial relationships maintained solely for credit access.
In traditional settings, reputation extends beyond financial behaviour. It's about integrity, reliability, and how others perceive you. Similarly, in a decentralized reputation-based lending system, social dynamics play a role. Users should be motivated to uphold their reputations not just for financial gain but also for status and community standing.
From an application design perspective, while we can't perfectly assess appropriate credit limits purely from on-chain data, we can build something potentially more powerful: a network of trust where reputation has real value. Credit limits could be influenced by the number and quality of users vouching for a borrower, their reputation scores, the historical performance of users they've previously vouched for, and their length of engagement with the protocol.
Reputation is a powerful asset, and it has value. While this value may be difficult to universally price, its existence highlights what I see as a high-potential and still significantly unexplored opportunity to build a new type of DeFi lending products. This design is not just replicating traditional credit systems. It outlines something fundamentally new that leverages the unique properties of blockchains while acknowledging the human elements of trust and reputation. By combining verifiable digital identity, on-chain behaviour analysis, and social vouching, I believe there exists a path to create a lending system that's both more inclusive and more responsible than existing alternatives.
Last week, I shared some thoughts on how we can transform blockchain compliance through cryptography and coprocessors like the Herodotus Data Processor in an article titled "Permissionless? Rethinking Blockchain Compliance". Building on that foundation, I've been thinking about how scoring systems similar to compliance scores could be used elsewhere. This exploration led me to consider how reputation scores could enable new types of DeFi lending applications that provide access to loans based on verifiable reputation scores.
In DeFi, platforms like Aave and Compound have made lending more accessible, but they rely heavily on over-collateralization. Users must deposit assets exceeding the value of the loan they wish to take out. This model, while secure and very successful, limits participation to those who already possess assets.
This is comparable to banks only offering credit if you have the cash equivalent in collateral - a practice that would exclude many individuals in the off-chain economy.
The core challenge in reputation-based lending isn't just about assessing creditworthiness. It's about creating a system where reputation becomes valuable enough that people think twice before purposely defaulting. Think about a simple real-world example: when you forget your wallet at the office and need to buy a sandwich, your friends or coworkers will likely cover you without hesitation. They're not asking for collateral; they're lending based on your reputation and their confidence that you'll pay them back. This simple interaction demonstrates that reputation already functions as a form of collateral in our daily lives. Your reputation has value.
One of the challenges in implementing reputation-based lending is ensuring that users cannot simply create new accounts to escape debt and their poor reputations. Users should be able to prove they're unique individuals without revealing their actual identities on-chain. Because your World ID represents your uniqueness as a human, the reputation score and credit owed by you become associated with the account holding your World ID. This ensures that users cannot simply create new accounts to escape poor reputations, preventing exploitation of the system.

The foundation of this system starts with establishing uniqueness and identity. Solutions like World ID's proof of personhood ensure each user is unique, eliminating the risk of multiple accounts. Moreover, this foundation is becoming even stronger as Worldcoin expands its capabilities and will soon allow users to add their passport, identity card, or driver's license directly to their World App. The availability of such technology is not just crucial for compliance and risk assessment; it enables us to group users by jurisdiction and cultural background, allowing for more personalized credit assessment that takes into account regional attitudes toward debt and credit.
In traditional finance, banks assess your creditworthiness not just based on your current financial state but also on your history and behaviour. They consider factors like timely bill payments, credit utilization, and the length of your credit history. Similarly, in our on-chain system, a user's historical on-chain activity would contribute to their reputation score. This includes their interactions with various protocols, their transaction history, and their overall transactional behaviour on blockchains.
When evaluating creditworthiness, we can look at various on-chain events that an account has conducted in the past. For instance, we can verify if an account has received deposits from reputable, fully KYC'd centralized exchanges like Coinbase or Kraken. While this alone doesn't verify legitimate income, it provides a starting point for investigation if issues arise. Social reputation can be assessed through engagement on social platforms like Lens or Farcaster, but particularly interesting is ENS ownership. I'd argue that many users develop strong emotional attachments to their ENS names, especially if they use them publicly at conferences, on social media, or in professional settings. Tying credit to an ENS name that someone has held for years creates a powerful incentive for repayment, as defaulting would permanently tarnish a digital identity they've invested time and resources in building. Brands have value. Companies invest in giving their websites exposure, making their brand recognizable, and securing trademarks to protect the brand identities they have built, which has a value that is difficult to quantify. But in general, I think most people would agree that this value is genuine and, depending on a brands recognition, it can be extremely valuable.
Cultural considerations play a crucial role in credit assessment. I've observed some striking differences in attitudes toward debt across regions. In North America, taking on multiple credit cards, car loans, and mortgages is common practice, and in general there's a culture of leveraging credit for growth. In contrast, many East Asian cultures view debt through a completely different lens. Defaulting on debt isn't just a financial failure; it's often seen as a matter of personal honour that can affect not just the individual but their entire family's reputation.
The question of appropriate credit limits is particularly challenging given global economic disparities. A $500 credit limit might be an appropriate starting point for a young university student in Ontario, Canada, but that same amount could be excessive in a country like Bulgaria when accounting for local purchasing power. Yet circumstances aren't always straightforward. For example, I've seen international students at the University of Waterloo, despite having substantial savings and paying high international tuition fees, being restricted to $500 credit limits at major Canadian banks like CIBC, while domestic students with similar or even less stable financial situations received significantly higher limits. The difference wasn't our financial means, but the existence of credit histories, established ties to Canada, and likely other criteria like how long someone has been the bank's client.
A reputation staking mechanism can create a unique form of ongoing risk monitoring that traditional banks would struggle to replicate. Those who stake their reputation are naturally incentivized to keep watch for any concerning changes in circumstances or spending behaviour that might indicate increased risk. If they spot potential issues, they can proactively reduce their reputation stake to protect their own standing. This creates a much more responsive and realistic risk assessment system compared to traditional finance, where banks rarely re-verify eligibility after initial credit approval. Even when circumstances change significantly, banks typically only investigate when payments are missed or during formal credit limit reviews. It's both burdensome and often against the interest of banks to constantly re-verify borrower circumstances.
Of course, having people actively engaged in monitoring your financial life raises valid concerns about privacy and social dynamics. Having close friends or family members stake their reputation could create uncomfortable situations or strain relationships. However, such a system could work particularly well with connections maintained at arm's length. This could be professional contacts, community members, or respected figures in shared networks who are distant enough to maintain objectivity but connected enough to spot concerning behaviour and patterns. These individuals would be sufficiently removed to make objective decisions about their reputation stake, while not being so closely involved that it creates awkward personal dynamics or superficial relationships maintained solely for credit access.
In traditional settings, reputation extends beyond financial behaviour. It's about integrity, reliability, and how others perceive you. Similarly, in a decentralized reputation-based lending system, social dynamics play a role. Users should be motivated to uphold their reputations not just for financial gain but also for status and community standing.
From an application design perspective, while we can't perfectly assess appropriate credit limits purely from on-chain data, we can build something potentially more powerful: a network of trust where reputation has real value. Credit limits could be influenced by the number and quality of users vouching for a borrower, their reputation scores, the historical performance of users they've previously vouched for, and their length of engagement with the protocol.
Reputation is a powerful asset, and it has value. While this value may be difficult to universally price, its existence highlights what I see as a high-potential and still significantly unexplored opportunity to build a new type of DeFi lending products. This design is not just replicating traditional credit systems. It outlines something fundamentally new that leverages the unique properties of blockchains while acknowledging the human elements of trust and reputation. By combining verifiable digital identity, on-chain behaviour analysis, and social vouching, I believe there exists a path to create a lending system that's both more inclusive and more responsible than existing alternatives.
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